Powering AI is an architecture problem

A July 2026 transmission fault in Ashburn, Virginia, caused a massive 3 GW grid outage, exposing how AI data centers' rapid power swings challenge traditional grid architecture. Current data center power designs, with UPS systems deep inside buildings, are inadequate for AI-scale loads, risking grid reliability as AI campuses expand.